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Comet Overview

Build better models faster by using state-of-the-art hyperparameter optimization and supervised early stopping tools. Focus on adding business value to your data pipeline while Comet automates the rest.

  • System-wide Features:
  • Teamwork and Collaboration
  • Enterprise Security
  • Governance
  • Enterprise Support
  • MLOps Features:
  • Data Acquisition
  • Data Versioning
  • Data Visualization
  • Data Preparation
  • Data Pipelines
  • Data Labeling
  • AutoML
  • Featurization
  • Feature Store
  • ML Pipelines or Workflows
  • Model Registry
  • Model Marketplace
  • Model Training
  • Distributed Model Training
  • Model Debugging
  • Experiment Management
  • Deep Learning Support
  • Reinforcement Learning Support
  • Bias Detection and Mitigation
  • Model Explainability
  • Hyperparameter Optimization
  • Model Packaging
  • Model Deployment and Serving
  • Edge ML Support
  • Model Monitoring
  • Cost Management
  • ML Infrastructure Orchestration
  • Accelerator Support
  • Kubernetes Support
  • Experiment Management Sub-features:
  • Log: Data
  • Log: Code
  • Log: Parameters
  • Log: Metrics and Losses
  • Log: Descriptions
  • Log: Rich Media
  • Log: Hardware Consumption
  • Log: System Information
  • Log: Environment Configuration
  • Log: Files
  • Tracking: Organize Experiments
  • Tracking: Live Monitoring
  • Tracking: Can Track Thousands of Experiments
  • Visualize: Compare and Evaluate Experiments
  • Collaboration: Role Based Access Controls
  • Collaboration: Customizable Experiment Reporting

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Additional Product Information
Deploys On
  • Amazon Web Services
  • Google Cloud Platform
  • Microsoft Azure
  • Other Public Cloud
  • Kubernetes
  • Private Cloud or Datacenter
  • SaaS
Free Version
Paid Version
Comet Features and Benefits

Drive Business Impact
Improve your models, algorithms, visibility, collaboration, and productivity to drive real business value from AI.

See the Big Picture
Unlock project-level insights, identify solutions, allocate resources, and communicate results across the organization

Run Anywhere
Supports your deployment strategy whether it’s private cloud, on-premise servers or hybrid.


Hyperparameter Optimization
Fully managed parameter optimization service with grid, random, and bayesian strategies. No setup needed - just define the search space and run. Works in parallel and supports distributed training.

Predictive Early Stopping (Enterprise only)
Reduce training time and GPU costs by up to 30% by intelligently stopping experiments as soon as they converged. Powered by our own ML service trained on millions of models.

Neural Architecture Search (Coming soon)
Find the optimal neural architecture using Comet’s architecture search. Search thousands of architectures with the click of a button.

CometML Vendor Information
Vendor Overview is a machine learning platform designed to help AI practitioners and teams build reliable machine learning models.
Vendor Details
Year Founded
HQ Location
New York, New York, United States

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